معرفی
Cheng-Yuan Liou is a part-time Professor at the Department of Computer Science and Information Engineering, National Taiwan University, specializing in Neural Networks and Computational Cognitive Processes. He holds a Ph.D. from the Massachusetts Institute of Technology (1985), an M.S. from National Taiwan University (1978), and a B.S. from National Central University (1974). His research integrates artificial intelligence with cognitive modeling, supported by the Neural Network Laboratory and projects like Linear Relational Embedding and TD(lambda) simulations.
- Educational Background
- B.S. (1974) - National Central University
- M.S. (1978) - National Taiwan University
- Ph.D. (1985) - Massachusetts Institute of Technology
Liou's work focuses on neural network architectures that mimic biological cognition, including hairy neurons for memory modeling and quantum computing applications in information theory. His courses cover foundational and advanced topics like Neural Networks, Brain Theory, and Quantum Computers, with supplementary materials on quantum cryptography, teleportation, and error correction.
His publications, including studies in Natural Computing (2006) and ICANN (2006), explore computational models for memory and cognitive processes. The Neural Network Laboratory develops simulations for quantum computing, neural decomposition mechanisms, and synaptic strength theories like BCM Theory, with downloadable MATLAB-based programs for visual pattern recognition and relational embedding.
Contact: cyliou@csie.ntu.edu.tw | Personal Website
